Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 8693 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 498 |
| Duplicate rows (%) | 5.7% |
| Total size in memory | 976.6 KiB |
| Average record size in memory | 115.0 B |
Variable types
| Boolean | 2 |
|---|---|
| Categorical | 6 |
| Numeric | 9 |
| Dataset has 498 (5.7%) duplicate rows | Duplicates |
VIP is highly imbalanced (84.3%) | Imbalance |
Age has 178 (2.0%) zeros | Zeros |
RoomService has 5661 (65.1%) zeros | Zeros |
FoodCourt has 5542 (63.8%) zeros | Zeros |
ShoppingMall has 5702 (65.6%) zeros | Zeros |
Spa has 5398 (62.1%) zeros | Zeros |
VRDeck has 5585 (64.2%) zeros | Zeros |
Consumption has 3805 (43.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-24 13:37:40.258580 |
|---|---|
| Analysis finished | 2024-04-24 13:38:20.152543 |
| Duration | 39.89 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
CryoSleep
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.6 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5571 | |
| True | 3122 |
Destination
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.0 KiB |
| TRAPPIST-1e | |
|---|---|
| 55 Cancri e | |
| PSO J318.5-22 |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.183136 |
| Min length | 11 |
Characters and Unicode
| Total characters | 97215 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TRAPPIST-1e |
|---|---|
| 2nd row | TRAPPIST-1e |
| 3rd row | TRAPPIST-1e |
| 4th row | TRAPPIST-1e |
| 5th row | TRAPPIST-1e |
Common Values
| Value | Count | Frequency (%) |
| TRAPPIST-1e | 6086 | |
| 55 Cancri e | 1811 | 20.8% |
| PSO J318.5-22 | 796 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| trappist-1e | 6086 | |
| 55 | 1811 | 13.8% |
| cancri | 1811 | 13.8% |
| e | 1811 | 13.8% |
| pso | 796 | 6.1% |
| j318.5-22 | 796 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 12968 | |
| T | 12172 | |
| e | 7897 | 8.1% |
| S | 6882 | 7.1% |
| - | 6882 | 7.1% |
| 1 | 6882 | 7.1% |
| A | 6086 | 6.3% |
| I | 6086 | 6.3% |
| R | 6086 | 6.3% |
| 5 | 4418 | 4.5% |
| Other values (13) | 20856 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 97215 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 12968 | |
| T | 12172 | |
| e | 7897 | 8.1% |
| S | 6882 | 7.1% |
| - | 6882 | 7.1% |
| 1 | 6882 | 7.1% |
| A | 6086 | 6.3% |
| I | 6086 | 6.3% |
| R | 6086 | 6.3% |
| 5 | 4418 | 4.5% |
| Other values (13) | 20856 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 97215 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 12968 | |
| T | 12172 | |
| e | 7897 | 8.1% |
| S | 6882 | 7.1% |
| - | 6882 | 7.1% |
| 1 | 6882 | 7.1% |
| A | 6086 | 6.3% |
| I | 6086 | 6.3% |
| R | 6086 | 6.3% |
| 5 | 4418 | 4.5% |
| Other values (13) | 20856 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 97215 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 12968 | |
| T | 12172 | |
| e | 7897 | 8.1% |
| S | 6882 | 7.1% |
| - | 6882 | 7.1% |
| 1 | 6882 | 7.1% |
| A | 6086 | 6.3% |
| I | 6086 | 6.3% |
| R | 6086 | 6.3% |
| 5 | 4418 | 4.5% |
| Other values (13) | 20856 |
Age
Real number (ℝ)
ZEROS 
| Distinct | 204 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.83621 |
| Minimum | 0 |
|---|---|
| Maximum | 79 |
| Zeros | 178 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 20 |
| median | 27 |
| Q3 | 37 |
| 95-th percentile | 55 |
| Maximum | 79 |
| Range | 79 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 14.361932 |
|---|---|
| Coefficient of variation (CV) | 0.49805199 |
| Kurtosis | 0.14809039 |
| Mean | 28.83621 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.41898548 |
| Sum | 250673.17 |
| Variance | 206.26508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 324 | 3.7% |
| 18 | 320 | 3.7% |
| 21 | 311 | 3.6% |
| 19 | 293 | 3.4% |
| 23 | 292 | 3.4% |
| 22 | 291 | 3.3% |
| 20 | 277 | 3.2% |
| 26 | 268 | 3.1% |
| 28 | 267 | 3.1% |
| 27 | 259 | 3.0% |
| Other values (194) | 5791 |
| Value | Count | Frequency (%) |
| 0 | 178 | |
| 1 | 67 | 0.8% |
| 2 | 75 | |
| 3 | 75 | |
| 4 | 71 | 0.8% |
| 5 | 33 | 0.4% |
| 6 | 40 | 0.5% |
| 7 | 52 | 0.6% |
| 8 | 46 | 0.5% |
| 8.451165929 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 79 | 3 | < 0.1% |
| 78 | 3 | < 0.1% |
| 77 | 2 | < 0.1% |
| 76 | 2 | < 0.1% |
| 75 | 4 | |
| 74 | 5 | |
| 73 | 7 | |
| 72 | 4 | |
| 71 | 7 | |
| 70 | 9 |
VIP
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.6 KiB |
| False | |
|---|---|
| True | 198 |
| Value | Count | Frequency (%) |
| False | 8495 | |
| True | 198 | 2.3% |
RoomService
Real number (ℝ)
ZEROS 
| Distinct | 1370 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 224.60689 |
| Minimum | 0 |
|---|---|
| Maximum | 14327 |
| Zeros | 5661 |
| Zeros (%) | 65.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 56 |
| 95-th percentile | 1267.4 |
| Maximum | 14327 |
| Range | 14327 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 661.80771 |
|---|---|
| Coefficient of variation (CV) | 2.9465156 |
| Kurtosis | 65.875787 |
| Mean | 224.60689 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3480617 |
| Sum | 1952507.7 |
| Variance | 437989.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5661 | |
| 1 | 117 | 1.3% |
| 2 | 79 | 0.9% |
| 3 | 61 | 0.7% |
| 4 | 47 | 0.5% |
| 5 | 28 | 0.3% |
| 9 | 25 | 0.3% |
| 8 | 24 | 0.3% |
| 6 | 24 | 0.3% |
| 14 | 21 | 0.2% |
| Other values (1360) | 2606 |
| Value | Count | Frequency (%) |
| 0 | 5661 | |
| 1 | 117 | 1.3% |
| 1.077766015 | 1 | < 0.1% |
| 2 | 79 | 0.9% |
| 3 | 61 | 0.7% |
| 4 | 47 | 0.5% |
| 5 | 28 | 0.3% |
| 6 | 24 | 0.3% |
| 7 | 17 | 0.2% |
| 8 | 24 | 0.3% |
| Value | Count | Frequency (%) |
| 14327 | 1 | |
| 9920 | 1 | |
| 8586 | 1 | |
| 8243 | 1 | |
| 8209 | 1 | |
| 8168 | 1 | |
| 8151 | 1 | |
| 8142 | 1 | |
| 8030 | 1 | |
| 7406 | 1 |
FoodCourt
Real number (ℝ)
ZEROS 
| Distinct | 1604 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 456.26185 |
| Minimum | 0 |
|---|---|
| Maximum | 29813 |
| Zeros | 5542 |
| Zeros (%) | 63.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 86 |
| 95-th percentile | 2749.4679 |
| Maximum | 29813 |
| Range | 29813 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 1600.43 |
|---|---|
| Coefficient of variation (CV) | 3.5077006 |
| Kurtosis | 73.868236 |
| Mean | 456.26185 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1174832 |
| Sum | 3966284.2 |
| Variance | 2561376.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5542 | |
| 1 | 116 | 1.3% |
| 2 | 75 | 0.9% |
| 4 | 53 | 0.6% |
| 3 | 53 | 0.6% |
| 5 | 33 | 0.4% |
| 6 | 31 | 0.4% |
| 9 | 28 | 0.3% |
| 7 | 27 | 0.3% |
| 10 | 27 | 0.3% |
| Other values (1594) | 2708 |
| Value | Count | Frequency (%) |
| 0 | 5542 | |
| 1 | 116 | 1.3% |
| 2 | 75 | 0.9% |
| 3 | 53 | 0.6% |
| 4 | 53 | 0.6% |
| 5 | 33 | 0.4% |
| 6 | 31 | 0.4% |
| 7 | 27 | 0.3% |
| 8 | 20 | 0.2% |
| 9 | 28 | 0.3% |
| Value | Count | Frequency (%) |
| 29813 | 1 | |
| 27723 | 1 | |
| 27071 | 1 | |
| 26830 | 1 | |
| 21066 | 1 | |
| 18481 | 1 | |
| 17958 | 1 | |
| 17901 | 1 | |
| 17687 | 1 | |
| 17432 | 1 |
ShoppingMall
Real number (ℝ)
ZEROS 
| Distinct | 1208 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173.1985 |
| Minimum | 0 |
|---|---|
| Maximum | 23492 |
| Zeros | 5702 |
| Zeros (%) | 65.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 31 |
| 95-th percentile | 926 |
| Maximum | 23492 |
| Range | 23492 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 599.17016 |
|---|---|
| Coefficient of variation (CV) | 3.459442 |
| Kurtosis | 333.11011 |
| Mean | 173.1985 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.68106 |
| Sum | 1505614.6 |
| Variance | 359004.89 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5702 | |
| 1 | 153 | 1.8% |
| 2 | 80 | 0.9% |
| 3 | 59 | 0.7% |
| 4 | 45 | 0.5% |
| 5 | 38 | 0.4% |
| 7 | 36 | 0.4% |
| 6 | 34 | 0.4% |
| 13 | 29 | 0.3% |
| 9 | 28 | 0.3% |
| Other values (1198) | 2489 |
| Value | Count | Frequency (%) |
| 0 | 5702 | |
| 1 | 153 | 1.8% |
| 2 | 80 | 0.9% |
| 3 | 59 | 0.7% |
| 4 | 45 | 0.5% |
| 5 | 38 | 0.4% |
| 6 | 34 | 0.4% |
| 7 | 36 | 0.4% |
| 8 | 28 | 0.3% |
| 9 | 28 | 0.3% |
| Value | Count | Frequency (%) |
| 23492 | 1 | |
| 12253 | 1 | |
| 10705 | 1 | |
| 10424 | 1 | |
| 9058 | 1 | |
| 7810 | 1 | |
| 7185 | 1 | |
| 7148 | 1 | |
| 7104 | 1 | |
| 6805 | 1 |
Spa
Real number (ℝ)
ZEROS 
| Distinct | 1436 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.26865 |
| Minimum | 0 |
|---|---|
| Maximum | 22408 |
| Zeros | 5398 |
| Zeros (%) | 62.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 71 |
| 95-th percentile | 1611.4 |
| Maximum | 22408 |
| Range | 22408 |
| Interquartile range (IQR) | 71 |
Descriptive statistics
| Standard deviation | 1127.6609 |
|---|---|
| Coefficient of variation (CV) | 3.6227897 |
| Kurtosis | 82.114663 |
| Mean | 311.26865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6631181 |
| Sum | 2705858.4 |
| Variance | 1271619.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5398 | |
| 1 | 146 | 1.7% |
| 2 | 105 | 1.2% |
| 3 | 53 | 0.6% |
| 5 | 53 | 0.6% |
| 4 | 46 | 0.5% |
| 7 | 34 | 0.4% |
| 6 | 33 | 0.4% |
| 9 | 28 | 0.3% |
| 8 | 28 | 0.3% |
| Other values (1426) | 2769 |
| Value | Count | Frequency (%) |
| 0 | 5398 | |
| 1 | 146 | 1.7% |
| 2 | 105 | 1.2% |
| 3 | 53 | 0.6% |
| 4 | 46 | 0.5% |
| 4.560684576 | 1 | < 0.1% |
| 5 | 53 | 0.6% |
| 5.642490463 | 1 | < 0.1% |
| 6 | 33 | 0.4% |
| 7 | 34 | 0.4% |
| Value | Count | Frequency (%) |
| 22408 | 1 | |
| 18572 | 1 | |
| 16594 | 1 | |
| 16139 | 1 | |
| 15586 | 1 | |
| 15331 | 1 | |
| 15238 | 1 | |
| 14970 | 1 | |
| 13995 | 1 | |
| 13902 | 1 |
VRDeck
Real number (ℝ)
ZEROS 
| Distinct | 1404 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 303.61396 |
| Minimum | 0 |
|---|---|
| Maximum | 24133 |
| Zeros | 5585 |
| Zeros (%) | 64.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 52.407262 |
| 95-th percentile | 1514 |
| Maximum | 24133 |
| Range | 24133 |
| Interquartile range (IQR) | 52.407262 |
Descriptive statistics
| Standard deviation | 1136.9149 |
|---|---|
| Coefficient of variation (CV) | 3.7446067 |
| Kurtosis | 86.890833 |
| Mean | 303.61396 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.8473487 |
| Sum | 2639316.2 |
| Variance | 1292575.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5585 | |
| 1 | 139 | 1.6% |
| 2 | 70 | 0.8% |
| 3 | 56 | 0.6% |
| 5 | 51 | 0.6% |
| 4 | 47 | 0.5% |
| 6 | 32 | 0.4% |
| 8 | 30 | 0.3% |
| 7 | 29 | 0.3% |
| 9 | 25 | 0.3% |
| Other values (1394) | 2629 |
| Value | Count | Frequency (%) |
| 0 | 5585 | |
| 1 | 139 | 1.6% |
| 2 | 70 | 0.8% |
| 3 | 56 | 0.6% |
| 4 | 47 | 0.5% |
| 5 | 51 | 0.6% |
| 6 | 32 | 0.4% |
| 7 | 29 | 0.3% |
| 8 | 30 | 0.3% |
| 9 | 25 | 0.3% |
| Value | Count | Frequency (%) |
| 24133 | 1 | |
| 20336 | 1 | |
| 17306 | 1 | |
| 17074 | 1 | |
| 16337 | 1 | |
| 14485 | 1 | |
| 12708 | 1 | |
| 12685 | 1 | |
| 12682 | 1 | |
| 12424 | 1 |
Cabin_deck
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.0 KiB |
| F | |
|---|---|
| G | |
| E | |
| B | |
| C | |
| Other values (3) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8693 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | F |
| 3rd row | A |
| 4th row | A |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 2868 | |
| G | 2615 | |
| E | 877 | 10.1% |
| B | 819 | 9.4% |
| C | 768 | 8.8% |
| D | 483 | 5.6% |
| A | 258 | 3.0% |
| T | 5 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 2868 | |
| g | 2615 | |
| e | 877 | 10.1% |
| b | 819 | 9.4% |
| c | 768 | 8.8% |
| d | 483 | 5.6% |
| a | 258 | 3.0% |
| t | 5 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 2868 | |
| G | 2615 | |
| E | 877 | 10.1% |
| B | 819 | 9.4% |
| C | 768 | 8.8% |
| D | 483 | 5.6% |
| A | 258 | 3.0% |
| T | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 2868 | |
| G | 2615 | |
| E | 877 | 10.1% |
| B | 819 | 9.4% |
| C | 768 | 8.8% |
| D | 483 | 5.6% |
| A | 258 | 3.0% |
| T | 5 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 2868 | |
| G | 2615 | |
| E | 877 | 10.1% |
| B | 819 | 9.4% |
| C | 768 | 8.8% |
| D | 483 | 5.6% |
| A | 258 | 3.0% |
| T | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 2868 | |
| G | 2615 | |
| E | 877 | 10.1% |
| B | 819 | 9.4% |
| C | 768 | 8.8% |
| D | 483 | 5.6% |
| A | 258 | 3.0% |
| T | 5 | 0.1% |
ID_num
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5177729 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0542413 |
|---|---|
| Coefficient of variation (CV) | 0.69459753 |
| Kurtosis | 8.7092628 |
| Mean | 1.5177729 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7466168 |
| Sum | 13194 |
| Variance | 1.1114248 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 2 | 1412 | 16.2% |
| 3 | 571 | 6.6% |
| 4 | 231 | 2.7% |
| 5 | 128 | 1.5% |
| 6 | 75 | 0.9% |
| 7 | 46 | 0.5% |
| 8 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 2 | 1412 | 16.2% |
| 3 | 571 | 6.6% |
| 4 | 231 | 2.7% |
| 5 | 128 | 1.5% |
| 6 | 75 | 0.9% |
| 7 | 46 | 0.5% |
| 8 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 13 | 0.1% |
| 7 | 46 | 0.5% |
| 6 | 75 | 0.9% |
| 5 | 128 | 1.5% |
| 4 | 231 | 2.7% |
| 3 | 571 | 6.6% |
| 2 | 1412 | 16.2% |
| 1 | 6217 |
Group_size
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0355458 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5963465 |
|---|---|
| Coefficient of variation (CV) | 0.78423511 |
| Kurtosis | 3.1670958 |
| Mean | 2.0355458 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8890173 |
| Sum | 17695 |
| Variance | 2.5483222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4805 | |
| 2 | 1682 | 19.3% |
| 3 | 1020 | 11.7% |
| 4 | 412 | 4.7% |
| 5 | 265 | 3.0% |
| 7 | 231 | 2.7% |
| 6 | 174 | 2.0% |
| 8 | 104 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 4805 | |
| 2 | 1682 | 19.3% |
| 3 | 1020 | 11.7% |
| 4 | 412 | 4.7% |
| 5 | 265 | 3.0% |
| 6 | 174 | 2.0% |
| 7 | 231 | 2.7% |
| 8 | 104 | 1.2% |
| Value | Count | Frequency (%) |
| 8 | 104 | 1.2% |
| 7 | 231 | 2.7% |
| 6 | 174 | 2.0% |
| 5 | 265 | 3.0% |
| 4 | 412 | 4.7% |
| 3 | 1020 | 11.7% |
| 2 | 1682 | 19.3% |
| 1 | 4805 |
HomePlanet
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.0 KiB |
| Earth | |
|---|---|
| Europa | |
| Mars |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.0421028 |
| Min length | 4 |
Characters and Unicode
| Total characters | 43831 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Europa |
|---|---|
| 2nd row | Earth |
| 3rd row | Europa |
| 4th row | Europa |
| 5th row | Earth |
Common Values
| Value | Count | Frequency (%) |
| Earth | 4709 | |
| Europa | 2175 | |
| Mars | 1809 | 20.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| earth | 4709 | |
| europa | 2175 | |
| mars | 1809 | 20.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8693 | |
| r | 8693 | |
| E | 6884 | |
| t | 4709 | |
| h | 4709 | |
| u | 2175 | 5.0% |
| o | 2175 | 5.0% |
| p | 2175 | 5.0% |
| M | 1809 | 4.1% |
| s | 1809 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43831 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 8693 | |
| r | 8693 | |
| E | 6884 | |
| t | 4709 | |
| h | 4709 | |
| u | 2175 | 5.0% |
| o | 2175 | 5.0% |
| p | 2175 | 5.0% |
| M | 1809 | 4.1% |
| s | 1809 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43831 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 8693 | |
| r | 8693 | |
| E | 6884 | |
| t | 4709 | |
| h | 4709 | |
| u | 2175 | 5.0% |
| o | 2175 | 5.0% |
| p | 2175 | 5.0% |
| M | 1809 | 4.1% |
| s | 1809 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43831 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 8693 | |
| r | 8693 | |
| E | 6884 | |
| t | 4709 | |
| h | 4709 | |
| u | 2175 | 5.0% |
| o | 2175 | 5.0% |
| p | 2175 | 5.0% |
| M | 1809 | 4.1% |
| s | 1809 | 4.1% |
Cabin_side
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.0 KiB |
| S | |
|---|---|
| P |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8693 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | P |
|---|---|
| 2nd row | S |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| S | 4387 | |
| P | 4306 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| s | 4387 | |
| p | 4306 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 4387 | |
| P | 4306 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 4387 | |
| P | 4306 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 4387 | |
| P | 4306 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 4387 | |
| P | 4306 |
Transported
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8693 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4378 | |
| 0 | 4315 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4378 | |
| 0 | 4315 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4378 | |
| 0 | 4315 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4378 | |
| 0 | 4315 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4378 | |
| 0 | 4315 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8693 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4378 | |
| 0 | 4315 |
Consumption
Real number (ℝ)
ZEROS 
| Distinct | 2574 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 839.48951 |
| Minimum | 0 |
|---|---|
| Maximum | 28600 |
| Zeros | 3805 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 86 |
| Q3 | 865 |
| 95-th percentile | 3837.8 |
| Maximum | 28600 |
| Range | 28600 |
| Interquartile range (IQR) | 865 |
Descriptive statistics
| Standard deviation | 1839.929 |
|---|---|
| Coefficient of variation (CV) | 2.1917236 |
| Kurtosis | 36.223627 |
| Mean | 839.48951 |
| Median Absolute Deviation (MAD) | 86 |
| Skewness | 4.9943093 |
| Sum | 7297682.3 |
| Variance | 3385338.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3805 | |
| 1 | 26 | 0.3% |
| 2 | 23 | 0.3% |
| 4 | 22 | 0.3% |
| 3 | 20 | 0.2% |
| 5 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 11 | 15 | 0.2% |
| 804 | 15 | 0.2% |
| 6 | 13 | 0.1% |
| Other values (2564) | 4720 |
| Value | Count | Frequency (%) |
| 0 | 3805 | |
| 1 | 26 | 0.3% |
| 1.077766015 | 1 | < 0.1% |
| 2 | 23 | 0.3% |
| 3 | 20 | 0.2% |
| 4 | 22 | 0.3% |
| 5 | 18 | 0.2% |
| 6 | 13 | 0.1% |
| 7 | 16 | 0.2% |
| 7.395469138 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28600 | 1 | |
| 25463.22895 | 1 | |
| 22550 | 1 | |
| 20961 | 1 | |
| 19412 | 1 | |
| 19327 | 1 | |
| 18037 | 1 | |
| 17928 | 1 | |
| 17865.12243 | 1 | |
| 17558 | 1 |
Age Group
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| Young adults | |
|---|---|
| Middle-aged | |
| Minor | |
| Senior | 254 |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.391694 |
| Min length | 5 |
Characters and Unicode
| Total characters | 90335 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Young adults |
|---|---|
| 2nd row | Young adults |
| 3rd row | Middle-aged |
| 4th row | Young adults |
| 5th row | Minor |
Common Values
| Value | Count | Frequency (%) |
| Young adults | 5282 | |
| Middle-aged | 1607 | 18.5% |
| Minor | 1550 | 17.8% |
| Senior | 254 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| young | 5282 | |
| adults | 5282 | |
| middle-aged | 1607 | 11.5% |
| minor | 1550 | 11.1% |
| senior | 254 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 10564 | |
| d | 10103 | |
| n | 7086 | 7.8% |
| o | 7086 | 7.8% |
| l | 6889 | 7.6% |
| g | 6889 | 7.6% |
| a | 6889 | 7.6% |
| t | 5282 | 5.8% |
| s | 5282 | 5.8% |
| Y | 5282 | 5.8% |
| Other values (7) | 18983 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 90335 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 10564 | |
| d | 10103 | |
| n | 7086 | 7.8% |
| o | 7086 | 7.8% |
| l | 6889 | 7.6% |
| g | 6889 | 7.6% |
| a | 6889 | 7.6% |
| t | 5282 | 5.8% |
| s | 5282 | 5.8% |
| Y | 5282 | 5.8% |
| Other values (7) | 18983 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 90335 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 10564 | |
| d | 10103 | |
| n | 7086 | 7.8% |
| o | 7086 | 7.8% |
| l | 6889 | 7.6% |
| g | 6889 | 7.6% |
| a | 6889 | 7.6% |
| t | 5282 | 5.8% |
| s | 5282 | 5.8% |
| Y | 5282 | 5.8% |
| Other values (7) | 18983 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 90335 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 10564 | |
| d | 10103 | |
| n | 7086 | 7.8% |
| o | 7086 | 7.8% |
| l | 6889 | 7.6% |
| g | 6889 | 7.6% |
| a | 6889 | 7.6% |
| t | 5282 | 5.8% |
| s | 5282 | 5.8% |
| Y | 5282 | 5.8% |
| Other values (7) | 18983 |
| CryoSleep | Destination | Age | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | ID_num | Group_size | HomePlanet | Cabin_side | Transported | Consumption | Age Group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | False | TRAPPIST-1e | 39.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | B | 1 | 1 | Europa | P | 0 | 0.0 | Young adults |
| 1 | False | TRAPPIST-1e | 24.0 | False | 109.0 | 9.0 | 25.0 | 549.0 | 44.0 | F | 1 | 1 | Earth | S | 1 | 702.0 | Young adults |
| 2 | False | TRAPPIST-1e | 58.0 | True | 43.0 | 3576.0 | 0.0 | 6715.0 | 49.0 | A | 1 | 2 | Europa | S | 0 | 6807.0 | Middle-aged |
| 3 | False | TRAPPIST-1e | 33.0 | False | 0.0 | 1283.0 | 371.0 | 3329.0 | 193.0 | A | 2 | 2 | Europa | S | 0 | 3522.0 | Young adults |
| 4 | False | TRAPPIST-1e | 16.0 | False | 303.0 | 70.0 | 151.0 | 565.0 | 2.0 | F | 1 | 1 | Earth | S | 1 | 870.0 | Minor |
| 5 | False | PSO J318.5-22 | 44.0 | False | 0.0 | 483.0 | 0.0 | 291.0 | 0.0 | F | 1 | 1 | Earth | P | 1 | 291.0 | Middle-aged |
| 6 | False | TRAPPIST-1e | 26.0 | False | 42.0 | 1539.0 | 3.0 | 0.0 | 0.0 | F | 1 | 2 | Earth | S | 1 | 42.0 | Young adults |
| 7 | True | TRAPPIST-1e | 28.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 2 | 2 | Earth | S | 1 | 0.0 | Young adults |
| 8 | False | TRAPPIST-1e | 35.0 | False | 0.0 | 785.0 | 17.0 | 216.0 | 0.0 | F | 1 | 1 | Earth | S | 1 | 216.0 | Young adults |
| 9 | True | 55 Cancri e | 14.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | B | 1 | 3 | Europa | P | 1 | 0.0 | Minor |
| CryoSleep | Destination | Age | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | ID_num | Group_size | HomePlanet | Cabin_side | Transported | Consumption | Age Group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8683 | False | TRAPPIST-1e | 21.0 | False | 86.0 | 3.0 | 149.0 | 208.0 | 329.0 | F | 2 | 2 | Earth | P | 0 | 623.0 | Young adults |
| 8684 | True | TRAPPIST-1e | 23.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | P | 1 | 0.0 | Young adults |
| 8685 | False | TRAPPIST-1e | 0.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | A | 1 | 3 | Europa | P | 1 | 0.0 | Minor |
| 8686 | False | TRAPPIST-1e | 32.0 | False | 1.0 | 1146.0 | 0.0 | 50.0 | 34.0 | A | 2 | 3 | Europa | P | 0 | 85.0 | Young adults |
| 8687 | False | TRAPPIST-1e | 30.0 | False | 0.0 | 3208.0 | 0.0 | 2.0 | 330.0 | A | 3 | 3 | Europa | P | 1 | 332.0 | Young adults |
| 8688 | False | 55 Cancri e | 41.0 | True | 0.0 | 6819.0 | 0.0 | 1643.0 | 74.0 | A | 1 | 1 | Europa | P | 0 | 1717.0 | Middle-aged |
| 8689 | True | PSO J318.5-22 | 18.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | S | 0 | 0.0 | Young adults |
| 8690 | False | TRAPPIST-1e | 26.0 | False | 0.0 | 0.0 | 1872.0 | 1.0 | 0.0 | G | 1 | 1 | Earth | S | 1 | 1.0 | Young adults |
| 8691 | False | 55 Cancri e | 32.0 | False | 0.0 | 1049.0 | 0.0 | 353.0 | 3235.0 | E | 1 | 2 | Europa | S | 0 | 3588.0 | Young adults |
| 8692 | False | TRAPPIST-1e | 44.0 | False | 126.0 | 4688.0 | 0.0 | 0.0 | 12.0 | E | 2 | 2 | Europa | S | 1 | 138.0 | Middle-aged |
Most frequently occurring
| CryoSleep | Destination | Age | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | ID_num | Group_size | HomePlanet | Cabin_side | Transported | Consumption | Age Group | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 286 | True | TRAPPIST-1e | 18.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | S | 1 | 0.0 | Young adults | 12 |
| 155 | True | PSO J318.5-22 | 16.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | S | 1 | 0.0 | Minor | 10 |
| 259 | True | TRAPPIST-1e | 15.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | P | 1 | 0.0 | Minor | 10 |
| 320 | True | TRAPPIST-1e | 22.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | S | 1 | 0.0 | Young adults | 10 |
| 281 | True | TRAPPIST-1e | 18.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F | 1 | 1 | Mars | S | 1 | 0.0 | Young adults | 9 |
| 317 | True | TRAPPIST-1e | 22.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | P | 0 | 0.0 | Young adults | 9 |
| 330 | True | TRAPPIST-1e | 23.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | S | 1 | 0.0 | Young adults | 9 |
| 423 | True | TRAPPIST-1e | 35.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F | 1 | 1 | Mars | P | 1 | 0.0 | Young adults | 9 |
| 174 | True | PSO J318.5-22 | 22.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | P | 1 | 0.0 | Young adults | 8 |
| 182 | True | PSO J318.5-22 | 24.0 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | 1 | Earth | S | 1 | 0.0 | Young adults | 8 |